{"id":"https://openalex.org/W2980540943","doi":"https://doi.org/10.1101/811356","title":"Interactions of encoding and decoding problems to understand motor control","display_name":"Interactions of encoding and decoding problems to understand motor control","publication_year":2019,"publication_date":"2019-10-21","ids":{"openalex":"https://openalex.org/W2980540943","doi":"https://doi.org/10.1101/811356","mag":"2980540943"},"language":"en","primary_location":{"id":"doi:10.1101/811356","doi":"https://doi.org/10.1101/811356","is_oa":true,"landing_page_url":"https://doi.org/10.1101/811356","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2019/10/24/811356.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.biorxiv.org/content/biorxiv/early/2019/10/24/811356.full.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087873592","display_name":"Shixian Wen","orcid":"https://orcid.org/0000-0003-2104-235X","observed_orcids":["https://orcid.org/0000-0003-2104-235X"]},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shixian Wen","raw_affiliation_strings":["University of Southern California, Los Angeles, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000029249","display_name":"Allen S. Yin","orcid":"https://orcid.org/0000-0002-0782-4665","observed_orcids":["https://orcid.org/0000-0002-0782-4665"]},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allen Yin","raw_affiliation_strings":["University of Southern California, Los Angeles, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100676903","display_name":"Zheng Li","orcid":"https://orcid.org/0009-0004-2497-7825","observed_orcids":["https://orcid.org/0009-0004-2497-7825"]},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Zheng","raw_affiliation_strings":["University of Southern California, Los Angeles, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054494771","display_name":"Laurent Itti","orcid":"https://orcid.org/0000-0002-0168-2977","observed_orcids":["https://orcid.org/0000-0002-0168-2977"]},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laurent Itti","raw_affiliation_strings":["University of Southern California, Los Angeles, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5087873592"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.70169997215271,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.70169997215271,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.10970000177621841,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10982","display_name":"Motor Control and Adaptation","score":0.04390000179409981,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/motor-control","display_name":"motor control","score":0.8889999985694885},{"id":"https://openalex.org/keywords/neural-coding","display_name":"neural coding","score":0.5830000042915344},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"neural decoding","score":0.9760000109672546},{"id":"https://openalex.org/keywords/neural-dynamics","display_name":"neural dynamics","score":0.9459999799728394},{"id":"https://openalex.org/keywords/brain-computer-interface","display_name":"brain-computer interface","score":0.8980000019073486},{"id":"https://openalex.org/keywords/cross-subject-decoding","display_name":"cross-subject decoding","score":0.8009999990463257},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.5339999794960022}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8398231267929077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7658928632736206},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.7506755590438843},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6179731488227844},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.5487261414527893},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5457077622413635},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.5412177443504333},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5247806906700134},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4705013930797577},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.46527785062789917},{"id":"https://openalex.org/C137813230","wikidata":"https://www.wikidata.org/wiki/Q2996165","display_name":"Motor control","level":2,"score":0.44369152188301086},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4180462062358856},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34852907061576843},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.33591270446777344},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1647530496120453},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14115580916404724},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13508692383766174},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.099537193775177},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1101/811356","doi":"https://doi.org/10.1101/811356","is_oa":true,"landing_page_url":"https://doi.org/10.1101/811356","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2019/10/24/811356.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.1101/811356","doi":"https://doi.org/10.1101/811356","is_oa":true,"landing_page_url":"https://doi.org/10.1101/811356","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2019/10/24/811356.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1834474766","display_name":"Collaborative Research:  Visual Cortex on Silicon","funder_award_id":"1317433","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306087","display_name":"Semiconductor Research Corporation","ror":"https://ror.org/047z4n946"},{"id":"https://openalex.org/F4320307102","display_name":"Intel Corporation","ror":"https://ror.org/01ek73717"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2980540943.pdf","grobid_xml":"https://content.openalex.org/works/W2980540943.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W130216483","https://openalex.org/W1543237449","https://openalex.org/W1576278180","https://openalex.org/W1582091054","https://openalex.org/W1591801644","https://openalex.org/W1654752245","https://openalex.org/W1736726159","https://openalex.org/W1970553443","https://openalex.org/W2000200144","https://openalex.org/W2011785936","https://openalex.org/W2028031284","https://openalex.org/W2041248708","https://openalex.org/W2063743146","https://openalex.org/W2064675550","https://openalex.org/W2067781514","https://openalex.org/W2090157379","https://openalex.org/W2102419107","https://openalex.org/W2105044329","https://openalex.org/W2113894009","https://openalex.org/W2122838776","https://openalex.org/W2127252652","https://openalex.org/W2129983824","https://openalex.org/W2131774270","https://openalex.org/W2131854908","https://openalex.org/W2134892157","https://openalex.org/W2136719407","https://openalex.org/W2140139438","https://openalex.org/W2148099897","https://openalex.org/W2157380881","https://openalex.org/W2157762168","https://openalex.org/W2167906274","https://openalex.org/W2169134378","https://openalex.org/W2169866873","https://openalex.org/W2412510955","https://openalex.org/W2434741482","https://openalex.org/W2548275288","https://openalex.org/W2560172736","https://openalex.org/W2571460869","https://openalex.org/W2602609341","https://openalex.org/W2742869703","https://openalex.org/W2787579267","https://openalex.org/W2893817239","https://openalex.org/W2896513464","https://openalex.org/W2951582147","https://openalex.org/W2951777958","https://openalex.org/W2952375713","https://openalex.org/W4231081240"],"related_works":["https://openalex.org/W7171524540","https://openalex.org/W3041739662","https://openalex.org/W7153083140","https://openalex.org/W2293335312","https://openalex.org/W2990904040","https://openalex.org/W2995822731","https://openalex.org/W7196956076","https://openalex.org/W7128422741","https://openalex.org/W2899491668","https://openalex.org/W2010812847"],"abstract_inverted_index":{"Abstract":[0],"Learning":[1],"a":[2,41,95,113],"map":[3],"from":[4,77,112],"movement":[5],"to":[6,18,142],"neural":[7,29,52,72,75,109],"data":[8,76,105],"(Encoding":[9],"Problem)":[10,15],"and":[11,90,135,138,145],"vice":[12],"versa":[13],"(Decoding":[14],"are":[16,82],"crucial":[17],"understanding":[19],"motor":[20,149],"control.":[21,150],"A":[22],"principled":[23],"encoding":[24,44,144],"model":[25,45,57],"that":[26,49,120],"understands":[27],"underlying":[28],"dynamics":[30,110],"can":[31,58,87,116],"help":[32],"better":[33],"solve":[34],"the":[35,56,67,70,122,128],"decoding":[36,92,125,146],"problem.":[37],"Here,":[38],"we":[39],"develop":[40],"new":[42,129],"generative":[43],"leveraging":[46],"deep":[47],"learning":[48],"autonomously":[50],"captures":[51],"dynamics.":[53,73],"After":[54],"training,":[55],"synthesize":[59],"spike":[60,85],"trains":[61,86],"given":[62],"any":[63],"observed":[64],"kinematics,":[65],"under":[66],"guidance":[68],"of":[69,94],"learned":[71,111],"When":[74],"other":[78],"sessions":[79],"or":[80],"subjects":[81],"limited,":[83],"synthesized":[84],"improve":[88],"cross-session":[89],"cross-subject":[91],"performance":[93,126],"Brain":[96],"Computer":[97],"Interface":[98],"decoder.":[99],"For":[100],"cross-subject,":[101],"even":[102],"with":[103],"ample":[104],"for":[106,127],"both":[107],"subjects,":[108],"previous":[114],"subject":[115],"transfer":[117],"useful":[118],"knowledge":[119],"improves":[121],"best":[123],"achievable":[124],"subject.":[130],"The":[131],"approach":[132],"is":[133],"general":[134],"fully":[136],"data-driven,":[137],"hence":[139],"could":[140],"apply":[141],"neuroscience":[143],"problems":[147],"beyond":[148]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-10-25T00:00:00"}
